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Factorization Machines

5 projects

Showing 5 of 5 projects

xLearn
xLearnC++

A high-performance, easy-to-use, and scalable machine learning package for linear models, factorization machines, and field-aware factorization machines.

#ffm#high-performance#python-library
Stars3.1k
Forks515
Last commit2 years ago
libfm
libfmC++

A software implementation of factorization machines for estimating interactions between categorical variables in large datasets.

#categorical-data#recommender-systems#sgd
Stars1.5k
Forks409
Last commit6 years ago
fastFM
fastFMPython

A Python library implementing Factorization Machines with a scikit-learn compatible API for regression, classification, and ranking tasks.

#recommender-system#python-library#sparse-data
Stars1.1k
Forks205
Last commit3 years ago
pyFM
pyFMPython

A Python implementation of Factorization Machines for recommendation and classification tasks using stochastic gradient descent with adaptive regularization.

#python-library#collaborative-filtering#sgd
Stars925
Forks304
Last commit5 years ago
tffm
tffmJupyter Notebook

TensorFlow implementation of arbitrary order (≥2) Factorization Machines for classification and regression tasks.

#gradient-optimization#python-library#sparse-data
Stars778
Forks173
Last commit4 years ago

Related Tags

#Machine Learning5#Python Library4#Sparse Data3#Recommender Systems3
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